Search Results for author: Isabella Pozzi

Found 3 papers, 2 papers with code

Attention-Gated Brain Propagation: How the brain can implement reward-based error backpropagation

1 code implementation NeurIPS 2020 Isabella Pozzi, Sander Bohte, Pieter Roelfsema

We show how the new learning scheme – Attention-Gated Brain Propagation (BrainProp) – is mathematically equivalent to error backpropagation, for one output unit at a time.

Image Classification

A Biologically Plausible Learning Rule for Deep Learning in the Brain

1 code implementation5 Nov 2018 Isabella Pozzi, Sander Bohté, Pieter Roelfsema

Researchers have proposed that deep learning, which is providing important progress in a wide range of high complexity tasks, might inspire new insights into learning in the brain.

Image Classification

Gating out sensory noise in a spike-based Long Short-Term Memory network

no code implementations ICLR 2018 Davide Zambrano, Isabella Pozzi, Roeland Nusselder, Sander Bohte

These adaptive spiking neurons implement an adaptive form of sigma-delta coding to convert internally computed analog activation values to spike-trains.

Cannot find the paper you are looking for? You can Submit a new open access paper.